From 35e7ec1d0b713d069df0ac590e8357c94c4041db Mon Sep 17 00:00:00 2001 From: Travis CI Date: Sun, 24 Sep 2017 17:45:27 +0000 Subject: [PATCH] Deploy to GitHub Pages: 5b5f4f514047975ac09ec42b31e46dabf235e7dd --- .../survey/cluster_bootstrapping_tools.md.txt | 71 ++++ develop/doc/objects.inv | Bin 2624 -> 2664 bytes develop/doc/searchindex.js | 2 +- .../survey/cluster_bootstrapping_tools.html | 342 +++++++++++++++++ .../survey/cluster_bootstrapping_tools.md.txt | 71 ++++ develop/doc_cn/objects.inv | Bin 3159 -> 3200 bytes develop/doc_cn/searchindex.js | 2 +- .../survey/cluster_bootstrapping_tools.html | 350 ++++++++++++++++++ 8 files changed, 836 insertions(+), 2 deletions(-) create mode 100644 develop/doc/_sources/survey/cluster_bootstrapping_tools.md.txt create mode 100644 develop/doc/survey/cluster_bootstrapping_tools.html create mode 100644 develop/doc_cn/_sources/survey/cluster_bootstrapping_tools.md.txt create mode 100644 develop/doc_cn/survey/cluster_bootstrapping_tools.html diff --git a/develop/doc/_sources/survey/cluster_bootstrapping_tools.md.txt b/develop/doc/_sources/survey/cluster_bootstrapping_tools.md.txt new file mode 100644 index 00000000000..1cd9962700b --- /dev/null +++ b/develop/doc/_sources/survey/cluster_bootstrapping_tools.md.txt @@ -0,0 +1,71 @@ +# Cluster bootstrapping tool survey +## Abstract +In order to bring up a cluster from bare metal machine to a fully functional kubernetes cluster for Paddlepaddle to run, we need to utilize some tools. Here we are going to compare [Sextant](https://github.com/k8sp/sextant) and [Tectonic installer](https://github.com/coreos/tectonic-installer) + +## Basic assumptions +Here are some basic assumptions before we move on to details +1. You are an administrator of a bare metal machine cluster, which means: + * you have full control to each of the machines. + * you have full control to the network which machines are connected to. +2. Machines can be booted from network with PEX or iPXE +3. You understand the [general procedure to bring up a cluster](#appendix-general-procedure-to-bring-up-a-cluster) + +if your cluster is able to mark above items with checkmarks, then keep reading. + +## Comparing Sextant and Tectonic installer +### Sextant +Sextant is an end2end solution to bring up a bare metal cluster to a fully functional k8s cluster, it integrates DHCP, name service, PEX, cloud-config-service, docker registry services altogether. + +#### Pros +1. End2End: basically all admin need to do is to config the cluster.yaml and power on the cluster. +2. Offline cluster configuration: Sextant has 2 phases during working with it, config time and deploy time. when admin is configuring, it requires admin's machine has internet connectivity, which will download some images, etc. But in deploy time, it's completely OK to go offline since all dependencies are ready during config time. +3. docker registry integrated. +4. GPU machine took care of. + +### Cons +1. k8s API server is not deployed with high availability in considering by default. +2. No grouping support. +3. No API interface, a one-off service. + + +### Tectonic installer +First of all, Tectonic is not free, it requires coreos.com account as a step of installation, and free user can only create less than 10 nodes. + +Tectonic is a suite of software which wraps around k8s and providing more utility regarding dev ops, ie, +Tectonic installer as it's named, it installs Tectonic to a bare metal cluster which means it's not totally an equivalent of Sextant. At the "booting a cluster" part, it mostly utilizes [Matchbox](https://github.com/coreos/matchbox), which is a general cluster bootstrapper. + +Matchbox's Approach is similar to Sexstant. + +### Pros +1. supports grouping machines. +2. supports running provisioning service in rtk. (not a big deal though). +3. supports http/gRPC API interface. +4. supports multi-template. + +### Cons +1. Not an e2e solution to bring up a cluster, need a lot of extra work and other software. +2. [Not fully supporting](https://github.com/coreos/matchbox/issues/550) centOS deployment yet. + +## Conclusion +Sextant is a better solution overall for paddle cloud deploying to a bare metal cluster. It would be great if Sextant can also 1) deploy k8s api server with high availability by default; 2) not designed as a one-off service. + + + +## Appendix: General procedure to bring up a cluster +It's physically impossible for a cluster admin to manually install OS and applications into cluster nodes one by one, here is what an admin would do in cloud industry: +1. setup a bootstrap machine with static IP in the cluster, which has following services: + * DHCP: assigns ip address for rest of the nodes. + * name service: to map node name to a IP + * PXE related services: the booting related info will be delivered to newly booted machines as their IP is assigned via DHCP service, PXE service will provide further booting and installing info and image with TFTP and http protocol. + * cluster config service: this is for providing cluster node with OS config via http + * optional docker registry: a built-in docker registry makes the whole cluster independent from connecting internet, and speeds up software distribution. +2. New node powers on, it will + * broadcast the request for an IP address + * DHCP server assigns the IP address, and deliver the PXE booting related info to the node. + * cluster node will request config files with booting info delivered with DHCP via the TFTP service, and in most of the cases, the config file will point to a http service for the booting image. + * Since PXE is configured with initrd, it will utilize the cloud config service and do further installations like coreOS or K8s installations. + * then restart the node. + +For further understanding, following 2 links from Matchbox are some good readings: +* [Machine lifecycle](https://github.com/coreos/matchbox/blob/master/Documentation/machine-lifecycle.md) +* [PXE booting](https://github.com/coreos/matchbox/blob/master/Documentation/network-booting.md) diff --git a/develop/doc/objects.inv b/develop/doc/objects.inv index feed6eddbb5b35db5e0b3b5c6bad663921ff596c..462f64d1ea38954933acbf382f83c7d61ee4b417 100644 GIT binary patch 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\ No newline at end of file diff --git a/develop/doc/survey/cluster_bootstrapping_tools.html b/develop/doc/survey/cluster_bootstrapping_tools.html new file mode 100644 index 00000000000..e47b1b0085f --- /dev/null +++ b/develop/doc/survey/cluster_bootstrapping_tools.html @@ -0,0 +1,342 @@ + + + + + + + + + + + Cluster bootstrapping tool survey — PaddlePaddle documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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+ Fork me on Github +
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  • Cluster bootstrapping tool survey
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+

Cluster bootstrapping tool survey

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+

Abstract

+

In order to bring up a cluster from bare metal machine to a fully functional kubernetes cluster for Paddlepaddle to run, we need to utilize some tools. Here we are going to compare Sextant and Tectonic installer

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+

Basic assumptions

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Here are some basic assumptions before we move on to details

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  1. You are an administrator of a bare metal machine cluster, which means:
    2. +
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  • you have full control to each of the machines.
    • +
  • you have full control to the network which machines are connected to.
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  1. Machines can be booted from network with PEX or iPXE
    2. +
  2. You understand the general procedure to bring up a cluster
    3. +
+

if your cluster is able to mark above items with checkmarks, then keep reading.

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+

Comparing Sextant and Tectonic installer

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+

Sextant

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Sextant is an end2end solution to bring up a bare metal cluster to a fully functional k8s cluster, it integrates DHCP, name service, PEX, cloud-config-service, docker registry services altogether.

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Pros

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  1. End2End: basically all admin need to do is to config the cluster.yaml and power on the cluster.
    2. +
  2. Offline cluster configuration: Sextant has 2 phases during working with it, config time and deploy time. when admin is configuring, it requires admin’s machine has internet connectivity, which will download some images, etc. But in deploy time, it’s completely OK to go offline since all dependencies are ready during config time.
    3. +
  3. docker registry integrated.
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  4. GPU machine took care of.
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Cons

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  1. k8s API server is not deployed with high availability in considering by default.
    2. +
  2. No grouping support.
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  3. No API interface, a one-off service.
    4. +
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+

Tectonic installer

+

First of all, Tectonic is not free, it requires coreos.com account as a step of installation, and free user can only create less than 10 nodes.

+

Tectonic is a suite of software which wraps around k8s and providing more utility regarding dev ops, ie, +Tectonic installer as it’s named, it installs Tectonic to a bare metal cluster which means it’s not totally an equivalent of Sextant. At the “booting a cluster” part, it mostly utilizes Matchbox, which is a general cluster bootstrapper.

+

Matchbox’s Approach is similar to Sexstant.

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Pros

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  1. supports grouping machines.
    2. +
  2. supports running provisioning service in rtk. (not a big deal though).
    3. +
  3. supports http/gRPC API interface.
    4. +
  4. supports multi-template.
    5. +
+
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+

Cons

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  1. Not an e2e solution to bring up a cluster, need a lot of extra work and other software.
    2. +
  2. Not fully supporting centOS deployment yet.
    3. +
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Conclusion

+

Sextant is a better solution overall for paddle cloud deploying to a bare metal cluster. It would be great if Sextant can also 1) deploy k8s api server with high availability by default; 2) not designed as a one-off service.

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+
+

Appendix: General procedure to bring up a cluster

+

It’s physically impossible for a cluster admin to manually install OS and applications into cluster nodes one by one, here is what an admin would do in cloud industry:

+
    +
  1. setup a bootstrap machine with static IP in the cluster, which has following services:
    2. +
+
    +
  • DHCP: assigns ip address for rest of the nodes.
    • +
  • name service: to map node name to a IP
    • +
  • PXE related services: the booting related info will be delivered to newly booted machines as their IP is assigned via DHCP service, PXE service will provide further booting and installing info and image with TFTP and http protocol.
    • +
  • cluster config service: this is for providing cluster node with OS config via http
    • +
  • optional docker registry: a built-in docker registry makes the whole cluster independent from connecting internet, and speeds up software distribution.
    • +
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  1. New node powers on, it will
    2. +
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  • broadcast the request for an IP address
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  • DHCP server assigns the IP address, and deliver the PXE booting related info to the node.
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  • cluster node will request config files with booting info delivered with DHCP via the TFTP service, and in most of the cases, the config file will point to a http service for the booting image.
    • +
  • Since PXE is configured with initrd, it will utilize the cloud config service and do further installations like coreOS or K8s installations.
    • +
  • then restart the node.
    • +
+

For further understanding, following 2 links from Matchbox are some good readings:

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+ + +
+
+
+ + +
+ +
+

+ © Copyright 2016, PaddlePaddle developers. + +

+
+ Built with Sphinx using a theme provided by Read the Docs. + +
+ +
+
+ +
+ +
+ + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/develop/doc_cn/_sources/survey/cluster_bootstrapping_tools.md.txt b/develop/doc_cn/_sources/survey/cluster_bootstrapping_tools.md.txt new file mode 100644 index 00000000000..1cd9962700b --- /dev/null +++ b/develop/doc_cn/_sources/survey/cluster_bootstrapping_tools.md.txt @@ -0,0 +1,71 @@ +# Cluster bootstrapping tool survey +## Abstract +In order to bring up a cluster from bare metal machine to a fully functional kubernetes cluster for Paddlepaddle to run, we need to utilize some tools. Here we are going to compare [Sextant](https://github.com/k8sp/sextant) and [Tectonic installer](https://github.com/coreos/tectonic-installer) + +## Basic assumptions +Here are some basic assumptions before we move on to details +1. You are an administrator of a bare metal machine cluster, which means: + * you have full control to each of the machines. + * you have full control to the network which machines are connected to. +2. Machines can be booted from network with PEX or iPXE +3. You understand the [general procedure to bring up a cluster](#appendix-general-procedure-to-bring-up-a-cluster) + +if your cluster is able to mark above items with checkmarks, then keep reading. + +## Comparing Sextant and Tectonic installer +### Sextant +Sextant is an end2end solution to bring up a bare metal cluster to a fully functional k8s cluster, it integrates DHCP, name service, PEX, cloud-config-service, docker registry services altogether. + +#### Pros +1. End2End: basically all admin need to do is to config the cluster.yaml and power on the cluster. +2. Offline cluster configuration: Sextant has 2 phases during working with it, config time and deploy time. when admin is configuring, it requires admin's machine has internet connectivity, which will download some images, etc. But in deploy time, it's completely OK to go offline since all dependencies are ready during config time. +3. docker registry integrated. +4. GPU machine took care of. + +### Cons +1. k8s API server is not deployed with high availability in considering by default. +2. No grouping support. +3. No API interface, a one-off service. + + +### Tectonic installer +First of all, Tectonic is not free, it requires coreos.com account as a step of installation, and free user can only create less than 10 nodes. + +Tectonic is a suite of software which wraps around k8s and providing more utility regarding dev ops, ie, +Tectonic installer as it's named, it installs Tectonic to a bare metal cluster which means it's not totally an equivalent of Sextant. At the "booting a cluster" part, it mostly utilizes [Matchbox](https://github.com/coreos/matchbox), which is a general cluster bootstrapper. + +Matchbox's Approach is similar to Sexstant. + +### Pros +1. supports grouping machines. +2. supports running provisioning service in rtk. (not a big deal though). +3. supports http/gRPC API interface. +4. supports multi-template. + +### Cons +1. Not an e2e solution to bring up a cluster, need a lot of extra work and other software. +2. [Not fully supporting](https://github.com/coreos/matchbox/issues/550) centOS deployment yet. + +## Conclusion +Sextant is a better solution overall for paddle cloud deploying to a bare metal cluster. It would be great if Sextant can also 1) deploy k8s api server with high availability by default; 2) not designed as a one-off service. + + + +## Appendix: General procedure to bring up a cluster +It's physically impossible for a cluster admin to manually install OS and applications into cluster nodes one by one, here is what an admin would do in cloud industry: +1. setup a bootstrap machine with static IP in the cluster, which has following services: + * DHCP: assigns ip address for rest of the nodes. + * name service: to map node name to a IP + * PXE related services: the booting related info will be delivered to newly booted machines as their IP is assigned via DHCP service, PXE service will provide further booting and installing info and image with TFTP and http protocol. + * cluster config service: this is for providing cluster node with OS config via http + * optional docker registry: a built-in docker registry makes the whole cluster independent from connecting internet, and speeds up software distribution. +2. New node powers on, it will + * broadcast the request for an IP address + * DHCP server assigns the IP address, and deliver the PXE booting related info to the node. + * cluster node will request config files with booting info delivered with DHCP via the TFTP service, and in most of the cases, the config file will point to a http service for the booting image. + * Since PXE is configured with initrd, it will utilize the cloud config service and do further installations like coreOS or K8s installations. + * then restart the node. + +For further understanding, following 2 links from Matchbox are some good readings: +* [Machine lifecycle](https://github.com/coreos/matchbox/blob/master/Documentation/machine-lifecycle.md) +* [PXE booting](https://github.com/coreos/matchbox/blob/master/Documentation/network-booting.md) diff --git a/develop/doc_cn/objects.inv b/develop/doc_cn/objects.inv index f13de515d8dc545e964fe7633d1ef092ce9c4243..6bb2e7eb29ebd80cbc96cdfb5e141c90a175966e 100644 GIT binary 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\ No newline at end of file diff --git a/develop/doc_cn/survey/cluster_bootstrapping_tools.html b/develop/doc_cn/survey/cluster_bootstrapping_tools.html new file mode 100644 index 00000000000..dbbf2277be2 --- /dev/null +++ b/develop/doc_cn/survey/cluster_bootstrapping_tools.html @@ -0,0 +1,350 @@ + + + + + + + + + + + Cluster bootstrapping tool survey — PaddlePaddle 文档 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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+ Fork me on Github +
+ + English + + + + +
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  • Cluster bootstrapping tool survey
    • +
+
+ +
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+ +
+

Cluster bootstrapping tool survey

+
+

Abstract

+

In order to bring up a cluster from bare metal machine to a fully functional kubernetes cluster for Paddlepaddle to run, we need to utilize some tools. Here we are going to compare Sextant and Tectonic installer

+
+
+

Basic assumptions

+

Here are some basic assumptions before we move on to details

+
    +
  1. You are an administrator of a bare metal machine cluster, which means:
    2. +
+
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  • you have full control to each of the machines.
    • +
  • you have full control to the network which machines are connected to.
    • +
+
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  1. Machines can be booted from network with PEX or iPXE
    2. +
  2. You understand the general procedure to bring up a cluster
    3. +
+

if your cluster is able to mark above items with checkmarks, then keep reading.

+
+
+

Comparing Sextant and Tectonic installer

+
+

Sextant

+

Sextant is an end2end solution to bring up a bare metal cluster to a fully functional k8s cluster, it integrates DHCP, name service, PEX, cloud-config-service, docker registry services altogether.

+
+

Pros

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    +
  1. End2End: basically all admin need to do is to config the cluster.yaml and power on the cluster.
    2. +
  2. Offline cluster configuration: Sextant has 2 phases during working with it, config time and deploy time. when admin is configuring, it requires admin’s machine has internet connectivity, which will download some images, etc. But in deploy time, it’s completely OK to go offline since all dependencies are ready during config time.
    3. +
  3. docker registry integrated.
    4. +
  4. GPU machine took care of.
    5. +
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+
+
+

Cons

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  1. k8s API server is not deployed with high availability in considering by default.
    2. +
  2. No grouping support.
    3. +
  3. No API interface, a one-off service.
    4. +
+
+
+

Tectonic installer

+

First of all, Tectonic is not free, it requires coreos.com account as a step of installation, and free user can only create less than 10 nodes.

+

Tectonic is a suite of software which wraps around k8s and providing more utility regarding dev ops, ie, +Tectonic installer as it’s named, it installs Tectonic to a bare metal cluster which means it’s not totally an equivalent of Sextant. At the “booting a cluster” part, it mostly utilizes Matchbox, which is a general cluster bootstrapper.

+

Matchbox’s Approach is similar to Sexstant.

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Pros

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  1. supports grouping machines.
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  2. supports running provisioning service in rtk. (not a big deal though).
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  3. supports http/gRPC API interface.
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  4. supports multi-template.
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Cons

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  1. Not an e2e solution to bring up a cluster, need a lot of extra work and other software.
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  2. Not fully supporting centOS deployment yet.
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Conclusion

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Sextant is a better solution overall for paddle cloud deploying to a bare metal cluster. It would be great if Sextant can also 1) deploy k8s api server with high availability by default; 2) not designed as a one-off service.

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Appendix: General procedure to bring up a cluster

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It’s physically impossible for a cluster admin to manually install OS and applications into cluster nodes one by one, here is what an admin would do in cloud industry:

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  1. setup a bootstrap machine with static IP in the cluster, which has following services:
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  • DHCP: assigns ip address for rest of the nodes.
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  • name service: to map node name to a IP
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  • PXE related services: the booting related info will be delivered to newly booted machines as their IP is assigned via DHCP service, PXE service will provide further booting and installing info and image with TFTP and http protocol.
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  • cluster config service: this is for providing cluster node with OS config via http
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  • optional docker registry: a built-in docker registry makes the whole cluster independent from connecting internet, and speeds up software distribution.
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  1. New node powers on, it will
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  • broadcast the request for an IP address
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  • DHCP server assigns the IP address, and deliver the PXE booting related info to the node.
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  • cluster node will request config files with booting info delivered with DHCP via the TFTP service, and in most of the cases, the config file will point to a http service for the booting image.
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  • Since PXE is configured with initrd, it will utilize the cloud config service and do further installations like coreOS or K8s installations.
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  • then restart the node.
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For further understanding, following 2 links from Matchbox are some good readings:

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+ © Copyright 2016, PaddlePaddle developers. + +

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